Semantic similarity searching in SQL Server 2025 to provide burrito restaurant recommendations
Supporting blog post for this repository and session:
https://dbafromthecold.com/2026/03/27/the-burrito-bot-ai-powered-search-in-sql-server-2025/
Slides for presentation are available here:
https://dbafromthecold.github.io/burrito-bot
Massive Text Embedding Benchmark:
https://huggingface.co/spaces/mteb/leaderboard
Vector search and vector indexes in the SQL Database Engine:
https://learn.microsoft.com/en-us/sql/sql-server/ai/vectors
Vector and embeddings: Frequently asked questions:
https://learn.microsoft.com/en-us/sql/sql-server/ai/vectors-faq
AI_GENERATE_EMBEDDINGS Function:
https://learn.microsoft.com/en-gb/sql/t-sql/functions/ai-generate-embeddings-transact-sql
Efficiently and Elegantly Modeling Embeddings in Azure SQL and SQL Server:
https://devblogs.microsoft.com/azure-sql/efficiently-and-elegantly-modeling-embeddings-in-azure-sql-and-sql-server
Visualising Embeddings:
https://projector.tensorflow.org
Vector Similarity Explained:
https://www.pinecone.io/learn/vector-similarity
Cosine Similarity and Cosine Distance:
https://docs.singlestore.com/cloud/reference/sql-reference/vector-functions/cosine-similarity-and-cosine-distance
Getting Started with Vector Search in SQL Server 2025 Using Ollama:
https://www.nocentino.com/posts/2025-05-19-ollama-sql-faststart/